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For more infomation >> Audi RS5 - Duration: 1:01.

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Do you speak Vorsprung? - Duration: 0:59.

Do you speak Vorsprung?

When I arrive at the Machine Learning Lab, I have a look at our data and ask myself: Do I have enough data?

Or, for example, are the labels correct?

Then I explore it all in my Jupyter Notebook and do some testing with that application.

After that I split my data into a training set and a validation set.

Then, depending on the area of application, I'll search for an appropriate model,

for example - you could choose a convolutional neural network

for image segmentation.

Then I train everything in Keras or TensorFlow on several GPUs

on our DGXs or in the cloud.

What else?

When that's all finished, I study the results and formulate various hypotheses

or how I can possibly improve everything.

I look at the confusion matrix, for example, and continuously carry out

further training and testing.

If I'm satisfied, I then deploy everything as Core ML App

and try it out in reality.

That was Audianese for Deep Learning

For more infomation >> Do you speak Vorsprung? - Duration: 0:59.

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Audi A3 Sportback 3.2 quattro Ambition - Duration: 1:05.

For more infomation >> Audi A3 Sportback 3.2 quattro Ambition - Duration: 1:05.

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Audi A1 1.0 TFSI 95pk S tronic Adrenalin - Duration: 1:05.

For more infomation >> Audi A1 1.0 TFSI 95pk S tronic Adrenalin - Duration: 1:05.

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Audi Q7 Pro Line 3.6FSI 280PK QUATTRO TIPTRONIC|PDC|PANO|7-zits - Duration: 1:08.

For more infomation >> Audi Q7 Pro Line 3.6FSI 280PK QUATTRO TIPTRONIC|PDC|PANO|7-zits - Duration: 1:08.

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Audi A5 Cabriolet 3.0 TDI q. Pro Line - Duration: 1:08.

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Audi A1 1.0 TFSI 95pk Adrenalin - Duration: 1:05.

For more infomation >> Audi A1 1.0 TFSI 95pk Adrenalin - Duration: 1:05.

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Audi A6 Avant 2.0 TFSI S-Line - Automaat - Airco - Elek. pakket - Leder - Inruil mogeijk - Duration: 0:54.

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Audi A1 1.0 TFSI 95pk Adrenalin - Duration: 1:11.

For more infomation >> Audi A1 1.0 TFSI 95pk Adrenalin - Duration: 1:11.

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The e-tron quattro SUV will open Audi's electric car floodgates - Duration: 4:05.

The e-tron quattro Audi will introduce in August

will be the brand's first volume-produced electric car.

It won't be the last, though.

Digital Trends learned the German brand has plans to launch 10 battery-powered cars in

the next seven years, and it predicts 30 percent of its sales will come from electrified vehicles

(including mild hybrids, hybrids, and pure EVs) by the year 2025.

The model offensive will kick off with the aforementioned e-tron quattro, which we got

an early look at in Berlin.

Production will begin before the end of the year on the outskirts of Brussels, though

we won't see it in showrooms until 2019.

Audi will keep the momentum going with a second electric car tentatively named e-tron Sportback.

The model will draw inspiration from the eponymous concept introduced during last year's Shanghai

Auto Show (pictured above), meaning it will land as an SUV with a sporty, fastback-like

roof line.

Audi hasn't revealed what its other EVs will be.

The firm promises its portfolio of electric cars will range from compact to full-size

models.

The e-tron quattro will ride on an electrified evolution of the MLB platform widely used

throughout the Audi lineup.

Looking ahead, Audi will build a majority of its upcoming electric cars on a modular

platform it's currently developing as part of a joint project with sister company Porsche.

"PPE (premium platform electric) is a live project.

It's happening.

Audi is the lead engineer on two [variants of the platform], Porsche on one," Peter

Mertens, Audi's board member for technical development, told Digital Trends.

"There are cross-company teams developing and bringing the best engineering know-how

of those two companies together," he added.

PPE will fill the same purpose as Volkswagen's MEB platform, but it will be for luxury cars

rather than more mainstream vehicles.

Mertens explained developing a platform for electric cars makes more sense than building

battery- and gasoline-powered cars on a common architecture.

Bringing a platform to the market takes years and costs millions of dollars, so he understandably

called Audi's decision to take that route a brave one.

"It shows our commitment to electrification."

The e-tron quattro will launch with a 95-kWh lithium-ion battery pack.

Audi hasn't ruled out offering buyers a second battery option later in the production

run.

The brand's decision-makers don't feel like they need to market electric cars through

a sub-brand, a strategy rivals BMW and Mercedes-Benz have adopted.

"We don't have [a separate structure] for e-tron; we don't have an e-tron brand.

The name represents technology."

Filip Brabec, the company's vice president of product management, explained in an interview

with Digital Trends.

Though Audi-badged electric cars are coming, don't expect to see the natural gas-powered

g-tron models (like the A4 and the A5) sold in Europe arrive in America any time soon.

"Infrastructure is the key issue," Brabec pointed out.

"Never say never, and of course we'll continue to study

the market," he added.

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